Bibliographic record
Abstract
Introduction Part I: Metaphors for change Sustainable development Sustainable growth: DuPont's goal for the 21st century Chad Holliday Life-cycle thinking: A new metaphor and a new paradigm Life-Cycle thinking: What is it? Helene Teulon Eco-efficiency Meeting needs, consuming resources David Gee The chemicals industry: The challenge of eco-efficiency David Buzzelli The electronics sector: Management of chemicals in the microelectronics environment Kyehwan Oh Waste free: Remanufacturing Xerox: Environmental leadership program Jack Azar Harmonious co-existence: Environmental management of Canon group Yusuke Emura Eco-effectiveness The next industrial revolution William McDonough and Michael Braungart From products to services Leapfrog: Short-term strategies for sustainability Ezio Manzini From end-of-pipe to integration Remarks by Klaus Topfer, 1997, 1999 Zero emissions Zero-emissions: An environmental engineering firm's challenge Hiroyuki Fujimura Zero emissions in construction Zero-emissions: Clustering of industries (industrial ecology in practice) Michio Kimura Industrial symbiosis Remarks Erling Pedersen Industrial ecology Is industrial ecology a new science? Brad Allenby Industrial ecology in France Industrial ecology in practice: The French case Odile LeCann Monitoring what matters Some developments with indicators: total material requirement European Environment Agency Environmental diplomacy The rise of the Bio-Diplomat Bettina Laville Environmental diplomacy in the US Environment and security US Ambassador Mark G. Hambley Part II: Partnerships for change Partnerships within industry The Keidanren appeal on environment Yoshifumi Tsuji Partnerships between government and business in Japan Japan's environmental policies Katsuo Seiki Partnerships between government and business in Argentina The Campana-Zarate Environmental Care Agreement in Argentina Lawrence J. Speer Part III: Tools for change Governmental policy tools An overview of tools and strategies for environmental management Bill Long From command and control to governance: Whatever works based on a presentation by Arthur H. Rosenfeld Governance (creating the conditions for change) Project XL: Good for the environment, good for business, good for communities Lisa C. Lund Eco-taxes Taxes earmarked for environmental protection: The French experience Jacques Vernier Management tools Strategic environmental management. Environmental policy of businesses: Evolution and future vision Francois Demarcq and Valerie Martin A new playing field? Ira Feldman Environmental management in the global economy David Monsma Design tools Eco-conception: Driver of environmental management and competitiveness Pierre Radanne Design for environment Beyond life-cycle assessment: An integrative approach to design for environment Remi Coulon, Pascale Jean, and Helene Lelievre Analytical tools Product development. Integrating environment considerations into products and processes Dr Todd Werpy and Ken Humphreys The value of communicating your environmental policy to Wall Street John Cusack Making an investment in your future Tessa Tennant Public-private leveraging: Remarks Louis Boorstin Environmental reporting: A brief history Remarks by Lorraine Ruffing Technology tools Trends in environmental issues and the Toyota Action Plan Satoshi Matsuura Innovation born of necessity: Environmentally friendly diesel from natural gas George Couvaras The market for environmental (Ozone-Depleting-Substance-Free) products in developing countries under the Montreal Protocol Frank Pinto Part IV: Civic actions for change Party politics Ways out of the growth trap Ralf Fucks The German greens and the end of ideology Ralf Fucks Community-based currency and exchange The short-circuit approach Richard Douthwaite The media Media/environment Todd Gitlin Environmental activism A daring partnership pays off: Activists help teach Dow Chemical to cut pollution-and costs Barnaby J. Feder Green-alliances: Environmental groups as strategic bridges to other stakeholders Cathy L. Hartman, Edwin R. Stafford and Michael Jay Polonsky Employee participation: An important resource in environmental development Ole Busck Scorecard Environmental defense Car Sharing CityCarClub/Car-Sharing: Experience of a Municipality with an Innovative Mobility Scheme as a Strategic Move towards Sustainable Development Michael Glotz-Richter Symbolic Acts Peugeot Creates the First Large Carbon Sink: Ten Million Trees in the Battle against Global Warming Bibliography
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.004 | 0.007 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.007 | 0.037 |
| Scholarly communication | 0.011 | 0.016 |
| Open science | 0.002 | 0.006 |
| Research integrity | 0.006 | 0.008 |
| Insufficient payload (model declined to judge) | 0.029 | 0.003 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".